Training course

Training

Raman Multivariate Analysis

Overview

  • Reference: RAM3
  • Dates:
    • February 14, 2020
    • September 25, 2020
    • November 20, 2020
  • Who should attend: Users of HORIBA Scientific Raman spectrometers who already understand the fundamentals of Raman spectroscopy and know how to use HORIBA Raman system and LabSpec Software. It is advised to participate in the basic Raman training first (RAM1)
  • Duration:  1 day (From 9 am to 5:30 pm)

Objectives

  • Understand the Multivariate Analysis module
  • Learn how to use Multivariate Analysis for data treatment
  • Perform real case examples of data analysis on demo and customer data

Program

Introduction to Multivariate Analysis

  • Univariate vs. Multivariate analysis
  • Introduction to the main algorithms: decomposition (PCA and MCR), classification and quantification (PLS)

 

Practical work on known datasets (mapping)

  • CLS, PCA, MCR

 

Introduction to classification

  • HCA, k-means
  • Demo with known datasets

 

Introduction to Solo+MIA

  • Presentation of Solo+MIA
  • Demo with known datasets

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